Generative methods for scene association with 2D pairwise constraints

This thesis is concerned with the task of efficiently recognising the particular instance of a scene depicted in a query image, with applications in robot navigation including loop closure, global localisation and topological navigation. Three novel frameworks are proposed, each based on learning sc...

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Bibliographic Details
Main Author: Johns, Edward David
Other Authors: Yang, Guang-Zhong
Published: Imperial College London 2013
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.686267